Relationship between exports, imports, and economic growth in France: evidence from cointegration analysis and Granger causality with using geostatistical models
This paper introduces a new way of investigating linear and nonlinear Granger causality between exports, imports and economic growth in France over the period 1961-2006 with using geostatistical models (kiriging and inverse distance weighting). Geostatistical methods are the ordinary methods for forecasting the locations and making map in water engineerig, environment, environmental pollution, mining, ecology, geology and geography. Although, this is the first time which geostatistics knowledge is used for economic analyzes. In classical econometrics there do not exist any estimator which have the capability to find the best functional form in the estimation. Geostatistical models investigate simultaneous linear and various nonlinear types of causality test, which cause to decrease the effects of choosing functional form in autoregressive model. This approach imitates the Granger definition and structure but improve it to have better ability to investigate nonlinear causality. Results of both VEC and Improved-VEC (with geostatistical methods) are similar and show existance of long run unidirectional causality from exports and imports to economic growth. However the F-statistic of improved-VEC is larger than VEC indicating that there are some exponential and spherical functions in the VEC structure instead of the linear form.
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- Mazumdar, Joy, 2001. "Imported machinery and growth in LDCs," Journal of Development Economics, Elsevier, vol. 65(1), pages 209-224, June.
- Marin, Dalia, 1992.
"Is the Export-Led.Growth Hypothesis Valid for Industrialized Countries?,"
The Review of Economics and Statistics,
MIT Press, vol. 74(4), pages 678-688, November.
- Marin, Dalia, 1990. "Is the Export-Led Growth Hypothesis Valid for Industrialized Countries?," CEPR Discussion Papers 362, C.E.P.R. Discussion Papers.
- Marin, Dalia, 1992. "Is the Export-led Growth Hypothesis Valid for Industrialized Countries?," Munich Reprints in Economics 3112, University of Munich, Department of Economics.
- Balassa, Bela, 1978. "Exports and economic growth : Further evidence," Journal of Development Economics, Elsevier, vol. 5(2), pages 181-189, June.
- Granger, C. W. J. & Newbold, P., 1976. "The use of R2 to determine the appropriate transformation of regression variables," Journal of Econometrics, Elsevier, vol. 4(3), pages 205-210, August.
- Michaely, Michael, 1977. "Exports and growth : An empirical investigation," Journal of Development Economics, Elsevier, vol. 4(1), pages 49-53, February.
- Hill, Tim & Marquez, Leorey & O'Connor, Marcus & Remus, William, 1994. "Artificial neural network models for forecasting and decision making," International Journal of Forecasting, Elsevier, vol. 10(1), pages 5-15, June.
- Edward F. Buffie, 1992. "On the Condition for Export-Led Growth," Canadian Journal of Economics, Canadian Economics Association, vol. 25(1), pages 211-225, February.
- M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
- Edwards, Sebastian, 1998. "Openness, Productivity and Growth: What Do We Really Know?," Economic Journal, Royal Economic Society, vol. 108(447), pages 383-398, March.
- Sebastian Edwards, 1997. "Openness, Productivity and Growth: What Do We Really Know?," NBER Working Papers 5978, National Bureau of Economic Research, Inc.
- Oxley, Les, 1993. "Cointegration, causality and export-led growth in Portugal, 1865-1985," Economics Letters, Elsevier, vol. 43(2), pages 163-166.
- Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
- Paul Romer, 1989. "Endogenous Technological Change," NBER Working Papers 3210, National Bureau of Economic Research, Inc.
- Paul M Romer, 1999. "Endogenous Technological Change," Levine's Working Paper Archive 2135, David K. Levine.
- Feder, Gershon, 1983. "On exports and economic growth," Journal of Development Economics, Elsevier, vol. 12(1-2), pages 59-73.
- Luis A. Rivera-Batiz & Paul M. Romer, 1991. "Economic Integration and Endogenous Growth," The Quarterly Journal of Economics, Oxford University Press, vol. 106(2), pages 531-555.
- Luis A. Rivera-Batiz & Paul M. Romer, 1990. "Economic Integration and Endogenous Growth," NBER Working Papers 3528, National Bureau of Economic Research, Inc.
- Diks, Cees & Panchenko, Valentyn, 2006. "A new statistic and practical guidelines for nonparametric Granger causality testing," Journal of Economic Dynamics and Control, Elsevier, vol. 30(9-10), pages 1647-1669.
- Diks, C.G.H. & Panchenko, V., 2004. "A new statistic and practical guidelines for nonparametric Granger causality testing," CeNDEF Working Papers 04-11, Universiteit van Amsterdam, Center for Nonlinear Dynamics in Economics and Finance.
- Ramos, Francisco F. Ribeiro, 2001. "Exports, imports, and economic growth in Portugal: evidence from causality and cointegration analysis," Economic Modelling, Elsevier, vol. 18(4), pages 613-623, December.
- Thornton, John, 1996. "Cointegration, causality and export-led growth in Mexico, 1895-1992," Economics Letters, Elsevier, vol. 50(3), pages 413-416, March. Full references (including those not matched with items on IDEAS)
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